Digital Implementation of the Two-Compartmental Pinsky-Rinzel Pyramidal Neuron Model. - Elahe Rahimian; Soheil Zabihi; Mahmood Amiri; Bernabé Linares-Barranco (IEEE Trans. Biomed. Circuits Syst., 2018)

Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural Networks. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (GlobalSIP, 2019)

Hybrid Deep Neural Network Model for Remaining Useful Life Estimation. - Ali Al-Dulaimi; Soheil Zabihi; Amir Asif; Arash Mohammadi 001 (ICASSP, 2019)

A multimodal and hybrid deep neural network model for Remaining Useful Life estimation. - Ali Al-Dulaimi; Soheil Zabihi; Amir Asif; Arash Mohammadi 001 (Comput. Ind., 2019)

XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (CoRR, 2019)

Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture Recognition. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Arash Mohammadi 001 (ACSSC, 2020)

XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (ICASSP, 2020)

FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Dario Farina; Seyed Farokh Atashzar; Arash Mohammadi 001 (CoRR, 2020)

NBLSTM: Noisy and Hybrid Convolutional Neural Network and BLSTM-Based Deep Architecture for Remaining Useful Life Estimation. - Ali Al-Dulaimi; Soheil Zabihi; Amir Asif; Arash Mohammed (J. Comput. Inf. Sci. Eng., 2020)

Surface EMG-Based Hand Gesture Recognition via Hybrid and Dilated Deep Neural Network Architectures for Neurorobotic Prostheses. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (J. Medical Robotics Res., 2020)

Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture Recognition. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Seyed Farokh Atashzar; Arash Mohammadi 001 (ICASSP, 2021)

SepUnet: Depthwise Separable Convolution Integrated U-Net For MRI Reconstruction. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (ICIP, 2021)

TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Dario Farina; Seyed Farokh Atashzar; Arash Mohammadi 001 (CoRR, 2021)

Q-Net: A Quantitative Susceptibility Mapping-based Deep Neural Network for Differential Diagnosis of Brain Iron Deposition in Hemochromatosis. - Soheil Zabihi; Elahe Rahimian; Soumya Sharma; Sean K. Sethi; Sara Gharabaghi; Amir Asif; E. Mark Haacke; Mandar S. Jog; Arash Mohammadi 001 (CoRR, 2021)

BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture. - Soheil Zabihi; Elahe Rahimian; Fatemeh Marefat; Amir Asif; Pedram Mohseni; Arash Mohammadi 001 (CoRR, 2021)

Autonomous Virtual Cognitive Assessment via NLP and Hand Gesture Recognition. - Bahar Karimi; Soheil Zabihi; Mohammad Salimibeni; Arash Mohammadi 001 (IEEECONF, 2022)

ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. - Mansooreh Montazerin; Soheil Zabihi; Elahe Rahimian; Arash Mohammadi 001; Farnoosh Naderkhani (EMBC, 2022)

Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Dario Farina; Seyed Farokh Atashzar; Arash Mohammadi 001 (ICASSP, 2022)

BP-Net: Cuff-less and non-invasive blood pressure estimation via a generic deep convolutional architecture. - Soheil Zabihi; Elahe Rahimian; Fatemeh Marefat; Amir Asif; Pedram Mohseni; Arash Mohammadi 001 (Biomed. Signal Process. Control., 2022)

TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (CoRR, 2022)

Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (CoRR, 2022)

Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition Via Electromyography. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (ICASSP, 2023)

AVCA: Autonomous Virtual Cognitive Assessment. - Bahar Karimi; Soheil Zabihi; Amir Keynia; Aram Montazami; Arash Mohammadi 001 (Trans. Comput. Sci., 2023)

Light-Weight CNN-Attention Based Architecture Trained with a Hybrid Objective Function for EMG-Based Human Machine Interfaces. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Svetlana N. Yanushkevich; Arash Mohammadi 001 (Trans. Comput. Sci., 2023)